Calcium Imaging analysis and classification

Closed Posted 2 years ago Paid on delivery
Closed

In this project we aim at developing algorithms for analysis and classification of medical imaging of neuronal activity that is imaged using a method called "calcium imaging". In this method activated neurons emit light and we can detect their activity by capturing a grayscale video.

A typical video is on order of 5-10 seconds and a multiple neurons light up and fade away across the frame.

The task includes developing algorithm for detecting the activated neurons (video image processing), then representing the neural activity across time and space in a way that enables classifying different types of activity.

Data will be provided in the form of short videos with the relevant activity labels.

Image Processing Deep Learning Medical Research Machine Vision / Video Analytics Machine Learning (ML)

Project ID: #32563670

About the project

28 proposals Remote project Active 2 years ago

28 freelancers are bidding on average $53/hour for this job

sajjadtaghvaeifr

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav More

$60 USD / hour
(29 Reviews)
6.5
armandlopez123

Happy new year! As you can know from my profile and work history, I have sufficient experience in image processing and classification using deep learning model, so very interested in your task. Could you please share m More

$30 USD / hour
(19 Reviews)
5.6
olgafreelancerpl

***************Computer Vision & Image Processing Expert ****************** Thanks for your job posting. I read your project carefully and very interested in your project. I am a machine learning and computer vision ex More

$50 USD / hour
(10 Reviews)
4.8
Sandeep2805

********COMPUTER VISION AND MACHINE LEARNING EXPERT ************ Thanks for your posting! I am a computer vision and machine learning expert with full experiences in tensorflow, darknet, keras, pytorch, opencv and open More

$20 USD / hour
(12 Reviews)
5.1
AwaisChaudhry

Hi there, I have read the brief details on the job listing. You can check my experience, customer feed backs and my portfolio here: https://www.freelancer.com/u/AwaisChaudhry?w=f I believe its a doable job I have grea More

$100 USD / hour
(1 Review)
4.2
AbhishekVid

Video Analytics -Algorithm challenges are : what accuracy of detection are you looking for ? What's the resolution of video? What's the fps at which you have recorded? Is your video going to be shaky or stable? What More

$89 USD / hour
(4 Reviews)
3.4
payalku40

HhI I am experienced in and I can start right now but i have few doubts and questions lets have a quick chat and get it started waiting for your replyyy

$20 USD / hour
(0 Reviews)
0.0
MyZoneLLC

Hello, im an expert reverse engineer, programmer, and AI developer, i can create an image analysis software for you, please contact me if you want professional work

$150 USD / hour
(0 Reviews)
0.0
RymarchukEduard

Dear Hiring Manager! I have surfed your proposal and fully understood what you want to achieve. I am interested in your project, and I have already worked for 6+ years dealing with many ML projects. So I have rich expe More

$20 USD / hour
(0 Reviews)
0.0
utkarsh0412

Final year medical student also doing clinical research in radiology and having clinical experience . thank you

$20 USD / hour
(0 Reviews)
0.0
deep0304

I have completed my masters from VIT University Vellore, Tamil Nadu, I have a lot of knowledge of machine learning. I have also published paper in Machine Learning From (IJAST)Scopus Index(Project Name of Detection of More

$65 USD / hour
(0 Reviews)
0.0